Custom, not configured
We write software for your process rather than bending your process to fit a licensed platform's assumptions.
We build AI automation, Arabic chatbots and agents for organisations in Doha and across Qatar - production systems, deployed inside your own environment.
Qatar's market is small enough that reputation travels fast and a failed AI rollout is remembered. Most of what gets pitched locally is a platform subscription with a configuration layer on top: fine until you need behaviour the platform does not support, at which point you are stuck paying for something that cannot do the job.
We build custom systems instead. That means a longer first conversation about what actually needs automating, and a shorter list of things you cannot change later. Delivery is remote-first on Gulf hours, deployment goes into your own cloud tenancy, and the source code is yours when we are done.
Document processing, procurement and approval workflows, and reporting automation across Arabic and English inputs.
Customer and internal assistants grounded in your own policies and systems, handling Arabic, Gulf dialect and English.
Agents that complete multi-step work across your platforms, with guardrails, logging and approval gates before irreversible actions.
Integration across ERP, finance and operational systems so data stops being carried between them by hand.
We write software for your process rather than bending your process to fit a licensed platform's assumptions.
Deployed into your own tenancy or on-premise, with self-hosted models available where data must not leave the country.
MSA, Gulf dialect and mixed-script messages evaluated against your real material before launch.
Source code, infrastructure and documentation are yours. No recurring licence to keep your own system alive.
Field documentation, maintenance reporting and contractor submission processing.
Submittal review, site safety vision systems and progress reporting automation.
KYC document review, reconciliation and compliance reporting with audit trails.
Arabic and English support chatbots, booking assistants and back-office reporting.
Customs documentation, carrier exceptions and shipment reconciliation.
Enrolment intake, records processing and bilingual student assistants.
Trusted to ship AI across the world's operational industries
Yes, and remote-first is how we deliver everywhere. We work Gulf hours, run discovery and reviews over video, and deploy into your own cloud account. We do not have a Doha office and we do not run on-site engagements.
Yes, where your cloud provider offers in-country capacity, or on-premise. Where no third-party model API is acceptable we run self-hosted open models entirely within your environment.
Platforms are excellent until you need something outside their model, and then you are blocked. If an off-the-shelf tool genuinely solves your problem we will say so rather than sell you a build you do not need.
Yes, including Modern Standard Arabic, Gulf dialect and mixed Arabic-English input. We evaluate language quality on your own content before launch rather than relying on a vendor benchmark.
Fixed scope per phase after a process mapping session. A single automation or grounded chatbot pilot is a small engagement; multi-system agent platforms are larger programmes.
Tell us the problem. We'll come back with an architecture, a timeline and a team ready to build it in production.